Weather in Australia

Dataset statistics

Number of variables	24
Number of observations	140787
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	25.8 MiB
Average record size in memory	192.0 B

Variable types

Numeric	22
Categorical	2

Alerts

`Cloud3pm` is highly overall correlated with `Cloud9am` and 1 other fields	High correlation
`Cloud9am` is highly overall correlated with `Cloud3pm`	High correlation
`Humidity3pm` is highly overall correlated with `Humidity9am`	High correlation
`Humidity9am` is highly overall correlated with `Humidity3pm`	High correlation
`MaxTemp` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`MinTemp` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`Pressure3pm` is highly overall correlated with `Pressure9am`	High correlation
`Pressure9am` is highly overall correlated with `Pressure3pm`	High correlation
`RainToday` is highly overall correlated with `Rainfall`	High correlation
`Rainfall` is highly overall correlated with `RainToday`	High correlation
`Sunshine` is highly overall correlated with `Cloud3pm`	High correlation
`Temp3pm` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`Temp9am` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`WindGustSpeed` is highly overall correlated with `WindSpeed3pm`	High correlation
`WindSpeed3pm` is highly overall correlated with `WindGustSpeed`	High correlation
`Rainfall` has 90275 (64.1%) zeros	Zeros
`Sunshine` has 2299 (1.6%) zeros	Zeros
`WindSpeed9am` has 8553 (6.1%) zeros	Zeros
`Cloud9am` has 8581 (6.1%) zeros	Zeros
`Cloud3pm` has 4952 (3.5%) zeros	Zeros

Reproduction

Analysis started	2024-06-06 19:34:03.397767
Analysis finished	2024-06-06 19:35:47.345994
Duration	1 minute and 43.95 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Day
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.714704

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.7988816
Coefficient of variation (CV)	0.55991393
Kurtosis	-1.1924888
Mean	15.714704
Median Absolute Deviation (MAD)	8
Skewness	0.0087150309
Sum	2212426
Variance	77.420317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
16	4648	3.3%
2	4648	3.3%
3	4643	3.3%
15	4640	3.3%
13	4638	3.3%
7	4638	3.3%
22	4638	3.3%
4	4636	3.3%
23	4635	3.3%
17	4635	3.3%
Other values (21)	94388	67.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4635	3.3%
2	4648	3.3%
3	4643	3.3%
4	4636	3.3%
5	4622	3.3%
6	4633	3.3%
7	4638	3.3%
8	4626	3.3%
9	4619	3.3%
10	4618	3.3%

Value	Count	Frequency (%)
31	2720	1.9%
30	4236	3.0%
29	4321	3.1%
28	4578	3.3%
27	4588	3.3%
26	4589	3.3%
25	4619	3.3%
24	4618	3.3%
23	4635	3.3%
22	4638	3.3%

Month
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4034819

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4265835
Coefficient of variation (CV)	0.53511255
Kurtosis	-1.1920137
Mean	6.4034819
Median Absolute Deviation (MAD)	3
Skewness	0.028518525
Sum	901527
Variance	11.741474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5	12931	9.2%
3	12885	9.2%
1	12797	9.1%
6	12258	8.7%
10	11710	8.3%
7	11660	8.3%
8	11648	8.3%
11	11352	8.1%
9	11222	8.0%
4	11210	8.0%
Other values (2)	21114	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12797	9.1%
2	10411	7.4%
3	12885	9.2%
4	11210	8.0%
5	12931	9.2%
6	12258	8.7%
7	11660	8.3%
8	11648	8.3%
9	11222	8.0%
10	11710	8.3%

Value	Count	Frequency (%)
12	10703	7.6%
11	11352	8.1%
10	11710	8.3%
9	11222	8.0%
8	11648	8.3%
7	11660	8.3%
6	12258	8.7%
5	12931	9.2%
4	11210	8.0%
3	12885	9.2%

Location
Real number (ℝ)

Distinct	44
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.020774177

Minimum	0.010668599
Maximum	0.024164163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.010668599
5-th percentile	0.016876558
Q1	0.020768963
median	0.021195139
Q3	0.021450844
95-th percentile	0.022679651
Maximum	0.024164163
Range	0.013495564
Interquartile range (IQR)	0.00068188114

Descriptive statistics

Standard deviation	0.0021904607
Coefficient of variation (CV)	0.10544152
Kurtosis	11.147858
Mean	0.020774177
Median Absolute Deviation (MAD)	0.00030542593
Skewness	-3.0327762
Sum	2924.7341
Variance	4.7981182 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.02145084418	6040	4.3%
0.02137271197	6018	4.3%
0.0212803739	5992	4.3%
0.02119513876	5968	4.2%
0.02076896304	5848	4.2%
0.02416416288	3402	2.4%
0.02365985496	3331	2.4%
0.02267965082	3193	2.3%
0.02267254789	3192	2.3%
0.02260862153	3183	2.3%
Other values (34)	94620	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01066859866	1502	1.1%
0.01097402459	1545	1.1%
0.01111608316	1565	1.1%
0.01632252978	2298	1.6%
0.0168765582	2376	1.7%
0.01879434891	2646	1.9%
0.01967511205	2770	2.0%
0.01982427355	2791	2.0%
0.02000184676	2816	2.0%
0.0204351254	2877	2.0%

Value	Count	Frequency (%)
0.02416416288	3402	2.4%
0.02365985496	3331	2.4%
0.02267965082	3193	2.3%
0.02267254789	3192	2.3%
0.02260862153	3183	2.3%
0.02224637218	3132	2.2%
0.02152187347	3030	2.2%
0.02150056468	3027	2.2%
0.02148635883	3025	2.1%
0.02146505004	3022	2.1%

MinTemp
Real number (ℝ)

HIGH CORRELATION

Distinct	628
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.213091

Minimum	-8.5
Maximum	33.9
Zeros	156
Zeros (%)	0.1%
Negative	3355
Negative (%)	2.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-8.5
5-th percentile	1.8
Q1	7.6
median	12
Q3	16.9
95-th percentile	23.1
Maximum	33.9
Range	42.4
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.41957
Coefficient of variation (CV)	0.52563026
Kurtosis	-0.48934651
Mean	12.213091
Median Absolute Deviation (MAD)	4.6
Skewness	0.029232043
Sum	1719444.4
Variance	41.210879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.6	875	0.6%
10.2	873	0.6%
11	868	0.6%
10.5	855	0.6%
10.8	854	0.6%
9	847	0.6%
12	845	0.6%
10	839	0.6%
8.9	837	0.6%
13	835	0.6%
Other values (618)	132259	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.5	1	< 0.1%
-8.2	2	< 0.1%
-8	1	< 0.1%
-7.8	1	< 0.1%
-7.6	2	< 0.1%
-7.5	2	< 0.1%
-7.3	1	< 0.1%
-7.2	1	< 0.1%
-7.1	1	< 0.1%
-7	6	< 0.1%

Value	Count	Frequency (%)
33.9	1	< 0.1%
31.9	1	< 0.1%
31.8	1	< 0.1%
31.4	3	< 0.1%
31.2	1	< 0.1%
31	1	< 0.1%
30.7	2	< 0.1%
30.5	1	< 0.1%
30.3	1	< 0.1%
30.2	1	< 0.1%

MaxTemp
Real number (ℝ)

HIGH CORRELATION

Distinct	691
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.266629

Minimum	-4.8
Maximum	48.1
Zeros	12
Zeros (%)	< 0.1%
Negative	99
Negative (%)	0.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	-4.8
5-th percentile	12.9
Q1	17.9
median	22.7
Q3	28.3
95-th percentile	35.6
Maximum	48.1
Range	52.9
Interquartile range (IQR)	10.4

Descriptive statistics

Standard deviation	7.1496889
Coefficient of variation (CV)	0.30729371
Kurtosis	-0.22460919
Mean	23.266629
Median Absolute Deviation (MAD)	5.1
Skewness	0.24590102
Sum	3275638.9
Variance	51.118052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	857	0.6%
19.8	819	0.6%
19	816	0.6%
20.4	806	0.6%
19.9	801	0.6%
20.8	797	0.6%
19.5	795	0.6%
18.2	784	0.6%
21	784	0.6%
18.9	783	0.6%
Other values (681)	132745	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.8	1	< 0.1%
-4.1	1	< 0.1%
-3.8	1	< 0.1%
-3.7	1	< 0.1%
-3.2	1	< 0.1%
-3.1	2	< 0.1%
-3	1	< 0.1%
-2.9	1	< 0.1%
-2.5	2	< 0.1%
-2.4	1	< 0.1%

Value	Count	Frequency (%)
48.1	1	< 0.1%
47.3	2	< 0.1%
47	1	< 0.1%
46.9	1	< 0.1%
46.8	3	< 0.1%
46.7	2	< 0.1%
46.6	1	< 0.1%
46.5	1	< 0.1%
46.4	4	< 0.1%
46.3	2	< 0.1%

Rainfall
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	679
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3499741

Minimum	0
Maximum	371
Zeros	90275
Zeros (%)	64.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.8
95-th percentile	13
Maximum	371
Range	371
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	8.4651729
Coefficient of variation (CV)	3.602241
Kurtosis	180.0021
Mean	2.3499741
Median Absolute Deviation (MAD)	0
Skewness	9.8880611
Sum	330845.8
Variance	71.659153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	90275	64.1%
0.2	8685	6.2%
0.4	3750	2.7%
0.6	2562	1.8%
0.8	2028	1.4%
1	1747	1.2%
1.2	1515	1.1%
1.4	1365	1.0%
1.6	1187	0.8%
1.8	1088	0.8%
Other values (669)	26585	18.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90275	64.1%
0.1	154	0.1%
0.2	8685	6.2%
0.3	64	< 0.1%
0.4	3750	2.7%
0.5	39	< 0.1%
0.6	2562	1.8%
0.7	13	< 0.1%
0.8	2028	1.4%
0.9	15	< 0.1%

Value	Count	Frequency (%)
371	1	< 0.1%
367.6	1	< 0.1%
278.4	1	< 0.1%
268.6	1	< 0.1%
247.2	1	< 0.1%
240	1	< 0.1%
236.8	1	< 0.1%
225	1	< 0.1%
219.6	1	< 0.1%
216.3	1	< 0.1%

Evaporation
Real number (ℝ)

Distinct	6552
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5701485

Minimum	0
Maximum	145
Zeros	239
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1.2
Q1	4
median	8.8589602
Q3	15.77078
95-th percentile	17.922625
Maximum	145
Range	145
Interquartile range (IQR)	11.77078

Descriptive statistics

Standard deviation	6.0158517
Coefficient of variation (CV)	0.62860589
Kurtosis	3.2543072
Mean	9.5701485
Median Absolute Deviation (MAD)	5.5638199
Skewness	0.55465167
Sum	1347352.5
Variance	36.190472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.12067448	10768	7.6%
4	3271	2.3%
11.84162486	2625	1.9%
8	2571	1.8%
2.2	2051	1.5%
16.34386192	2010	1.4%
2	1993	1.4%
2.6	1965	1.4%
2.4	1957	1.4%
1.8	1934	1.4%
Other values (6542)	109642	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	239	0.2%
0.1	8	< 0.1%
0.2	496	0.4%
0.3	10	< 0.1%
0.4	755	0.5%
0.5	14	< 0.1%
0.6	1077	0.8%
0.7	24	< 0.1%
0.8	1355	1.0%
0.9	28	< 0.1%

Value	Count	Frequency (%)
145	1	< 0.1%
86.2	1	< 0.1%
82.4	1	< 0.1%
81.2	1	< 0.1%
77.3	1	< 0.1%
74.8	1	< 0.1%
72.2	1	< 0.1%
70.4	1	< 0.1%
70	1	< 0.1%
68.8	2	< 0.1%

Sunshine
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	5417
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0128647

Minimum	0
Maximum	14.5
Zeros	2299
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1.4
Q1	5.1594485
median	7.0372786
Q3	9
95-th percentile	12.1
Maximum	14.5
Range	14.5
Interquartile range (IQR)	3.8405515

Descriptive statistics

Standard deviation	2.9723762
Coefficient of variation (CV)	0.42384622
Kurtosis	-0.12360835
Mean	7.0128647
Median Absolute Deviation (MAD)	1.8778301
Skewness	-0.1052941
Sum	987320.18
Variance	8.8350203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.03727863	11033	7.8%
7.007107599	3055	2.2%
7.231120095	2673	1.9%
0	2299	1.6%
5.159448543	1927	1.4%
6.804200413	1770	1.3%
4.128593965	1748	1.2%
3.955654043	1618	1.1%
7.17712865	1531	1.1%
7.533033238	1484	1.1%
Other values (5407)	111649	79.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2299	1.6%
0.1	527	0.4%
0.2	508	0.4%
0.3	418	0.3%
0.4	318	0.2%
0.5	310	0.2%
0.6	291	0.2%
0.7	335	0.2%
0.8	314	0.2%
0.9	317	0.2%

Value	Count	Frequency (%)
14.5	1	< 0.1%
14.3	4	< 0.1%
14.2	2	< 0.1%
14.1	6	< 0.1%
14	15	< 0.1%
13.9	22	< 0.1%
13.8	56	< 0.1%
13.7	117	0.1%
13.6	180	0.1%
13.5	179	0.1%

WindGustDir
Real number (ℝ)

Distinct	774
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.063648854

Minimum	0.048410624
Maximum	0.073664377
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.048410624
5-th percentile	0.049466663
Q1	0.060315748
median	0.066872303
Q3	0.067928341
95-th percentile	0.073664377
Maximum	0.073664377
Range	0.025253753
Interquartile range (IQR)	0.0076125934

Descriptive statistics

Standard deviation	0.0068815549
Coefficient of variation (CV)	0.1081175
Kurtosis	-0.26329458
Mean	0.063648854
Median Absolute Deviation (MAD)	0.0025789661
Skewness	-0.83808725
Sum	8960.9312
Variance	4.7355798 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07366437732	9696	6.9%
0.07020756093	9241	6.6%
0.06826262688	8985	6.4%
0.06792834134	8941	6.4%
0.06765483498	8905	6.3%
0.06730535465	8859	6.3%
0.06687230292	8802	6.3%
0.06611256306	8702	6.2%
0.06488938188	8541	6.1%
0.06047529326	7960	5.7%
Other values (764)	52155	37.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0484106242	6372	4.5%
0.04946666261	6511	4.6%
0.05319698535	7002	5.0%
0.05503555583	7244	5.1%
0.06020178691	7924	5.6%
0.06031574789	7939	5.6%
0.06047529326	7960	5.7%
0.06267169764	1	< 0.1%
0.06328125879	1	< 0.1%
0.0634272133	1	< 0.1%

Value	Count	Frequency (%)
0.07366437732	9696	6.9%
0.07055456775	1	< 0.1%
0.07034994604	6	< 0.1%
0.07026413031	29	< 0.1%
0.07020756093	9241	6.6%
0.07020706465	4	< 0.1%
0.07012010821	5	< 0.1%
0.070079383	1	< 0.1%
0.07002378905	64	< 0.1%
0.06999621824	1	< 0.1%

WindGustSpeed
Real number (ℝ)

HIGH CORRELATION

Distinct	2124
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.845705

Minimum	6
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	6
5-th percentile	20
Q1	31
median	39
Q3	50
95-th percentile	82.364816
Maximum	135
Range	129
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	17.768259
Coefficient of variation (CV)	0.41470339
Kurtosis	2.0779919
Mean	42.845705
Median Absolute Deviation (MAD)	9
Skewness	1.3611026
Sum	6032118.3
Variance	315.71103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	8988	6.4%
39	8574	6.1%
31	8226	5.8%
37	7842	5.6%
33	7742	5.5%
41	7177	5.1%
30	6878	4.9%
43	6457	4.6%
28	6326	4.5%
44	5291	3.8%
Other values (2114)	67286	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	18	< 0.1%
9	91	0.1%
11	190	0.1%
13	527	0.4%
15	825	0.6%
17	1364	1.0%
19	1712	1.2%
20	2574	1.8%
22	2763	2.0%

Value	Count	Frequency (%)
135	2	< 0.1%
130	1	< 0.1%
126	2	< 0.1%
124	2	< 0.1%
122	2	< 0.1%
120	3	< 0.1%
117	4	< 0.1%
115	5	< 0.1%
113	8	< 0.1%
111	3	< 0.1%

WindDir9am
Real number (ℝ)

Distinct	565
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.063519897

Minimum	0.051751356
Maximum	0.085916707
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.051751356
5-th percentile	0.054145981
Q1	0.05733373
median	0.062588178
Q3	0.067880757
95-th percentile	0.085916707
Maximum	0.085916707
Range	0.034165351
Interquartile range (IQR)	0.010547027

Descriptive statistics

Standard deviation	0.0081614516
Coefficient of variation (CV)	0.12848654
Kurtosis	1.9500232
Mean	0.063519897
Median Absolute Deviation (MAD)	0.005254448
Skewness	1.3732034
Sum	8942.7758
Variance	6.6609292 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0859167067	11266	8.0%
0.06952038863	9116	6.5%
0.0684603476	8977	6.4%
0.06788075682	8901	6.3%
0.06460149321	8471	6.0%
0.06424306207	8424	6.0%
0.06258817787	8207	5.8%
0.06222974673	8160	5.8%
0.0600715337	7877	5.6%
0.05934704523	7782	5.5%
Other values (555)	53606	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05175135556	6786	4.8%
0.05414598061	7100	5.0%
0.05641096037	7397	5.3%
0.05702105592	7477	5.3%
0.0573337299	7518	5.3%
0.05847765906	7668	5.4%
0.05917662857	1	< 0.1%
0.05934704523	7782	5.5%
0.0600715337	7877	5.6%
0.06024937966	1	< 0.1%

Value	Count	Frequency (%)
0.0859167067	11266	8.0%
0.0703487991	1	< 0.1%
0.06952038863	9116	6.5%
0.06879195239	1	< 0.1%
0.0684603476	8977	6.4%
0.0682861614	2	< 0.1%
0.06823955833	1	< 0.1%
0.06813127851	2	< 0.1%
0.06806165963	1	< 0.1%
0.06800972307	1	< 0.1%

WindDir3pm
Real number (ℝ)

Distinct	572
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.063280473

Minimum	0.046478555
Maximum	0.077145795
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.046478555
5-th percentile	0.055755304
Q1	0.059124689
median	0.062457609
Q3	0.067322068
95-th percentile	0.077145795
Maximum	0.077145795
Range	0.03066724
Interquartile range (IQR)	0.0081973789

Descriptive statistics

Standard deviation	0.0068113858
Coefficient of variation (CV)	0.10763804
Kurtosis	0.35737498
Mean	0.063280473
Median Absolute Deviation (MAD)	0.0039382425
Skewness	-0.046471094
Sum	8909.068
Variance	4.6394977 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0771457952	10578	7.5%
0.07154473916	9810	7.0%
0.06919637973	9488	6.7%
0.06732206801	9231	6.6%
0.06639585172	9104	6.5%
0.06591451097	9038	6.4%
0.0626691074	8593	6.1%
0.0624576092	8564	6.1%
0.0612177921	8394	6.0%
0.06061246964	8311	5.9%
Other values (562)	49676	35.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04647855481	6373	4.5%
0.05575530386	7645	5.4%
0.05589387166	7664	5.4%
0.05794321638	7945	5.6%
0.05912468913	8107	5.8%
0.06032804102	8272	5.9%
0.06061246964	8311	5.9%
0.0612177921	8394	6.0%
0.06139012062	3	< 0.1%
0.06139593735	1	< 0.1%

Value	Count	Frequency (%)
0.0771457952	10578	7.5%
0.07154473916	9810	7.0%
0.06919637973	9488	6.7%
0.0676466878	2	< 0.1%
0.06758130939	1	< 0.1%
0.06732206801	9231	6.6%
0.06704238766	1	< 0.1%
0.066747911	1	< 0.1%
0.06651677043	1	< 0.1%
0.06639585172	9104	6.5%

WindSpeed9am
Real number (ℝ)

ZEROS

Distinct	370
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.007036

Minimum	0
Maximum	130
Zeros	8553
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	13
Q3	19
95-th percentile	30
Maximum	130
Range	130
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.8575149
Coefficient of variation (CV)	0.63236183
Kurtosis	1.244711
Mean	14.007036
Median Absolute Deviation (MAD)	6
Skewness	0.77148327
Sum	1972008.6
Variance	78.45557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	13291	9.4%
13	12737	9.0%
11	11431	8.1%
7	10506	7.5%
17	10499	7.5%
15	10320	7.3%
6	8939	6.3%
0	8553	6.1%
19	8525	6.1%
20	7851	5.6%
Other values (360)	38135	27.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8553	6.1%
2	4519	3.2%
4	6254	4.4%
6	8939	6.3%
7	10506	7.5%
9	13291	9.4%
9.204328732	1	< 0.1%
9.471989507	1	< 0.1%
9.69144874	1	< 0.1%
10.07860151	1	< 0.1%

Value	Count	Frequency (%)
130	1	< 0.1%
87	2	< 0.1%
83	1	< 0.1%
74	4	< 0.1%
72	1	< 0.1%
69	2	< 0.1%
67	3	< 0.1%
65	7	< 0.1%
63	8	< 0.1%
61	11	< 0.1%

WindSpeed3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	649
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.893889

Minimum	-0.35416713
Maximum	87
Zeros	1088
Zeros (%)	0.8%
Negative	1
Negative (%)	< 0.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	-0.35416713
5-th percentile	6
Q1	13
median	19
Q3	24
95-th percentile	35
Maximum	87
Range	87.354167
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	9.0098453
Coefficient of variation (CV)	0.47686558
Kurtosis	0.58033192
Mean	18.893889
Median Absolute Deviation (MAD)	6
Skewness	0.6213326
Sum	2660013.9
Variance	81.177312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	12215	8.7%
17	12209	8.7%
20	11385	8.1%
15	11196	8.0%
19	10952	7.8%
11	9760	6.9%
9	9493	6.7%
24	8760	6.2%
22	8330	5.9%
28	6330	4.5%
Other values (639)	40157	28.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.354167131	1	< 0.1%
0	1088	0.8%
0.1754511693	1	< 0.1%
0.333379652	2	< 0.1%
0.391073783	1	< 0.1%
0.7463459997	1	< 0.1%
0.8787364102	1	< 0.1%
0.9193577571	1	< 0.1%
2	999	0.7%
2.435037061	1	< 0.1%

Value	Count	Frequency (%)
87	1	< 0.1%
83	2	< 0.1%
78	1	< 0.1%
76	2	< 0.1%
74	1	< 0.1%
72	2	< 0.1%
69	3	< 0.1%
67	1	< 0.1%
65	17	< 0.1%
63	13	< 0.1%

Humidity9am
Real number (ℝ)

HIGH CORRELATION

Distinct	695
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.815978

Minimum	0
Maximum	103.67175
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	34
Q1	57
median	70
Q3	83
95-th percentile	98
Maximum	103.67175
Range	103.67175
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	19.042858
Coefficient of variation (CV)	0.27672145
Kurtosis	-0.049084663
Mean	68.815978
Median Absolute Deviation (MAD)	13
Skewness	-0.47448891
Sum	9688395.1
Variance	362.63042
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	3326	2.4%
70	2952	2.1%
69	2940	2.1%
65	2933	2.1%
68	2932	2.1%
71	2920	2.1%
66	2887	2.1%
67	2867	2.0%
64	2840	2.0%
75	2838	2.0%
Other values (685)	111352	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	5	< 0.1%
2	8	< 0.1%
3	10	< 0.1%
4	20	< 0.1%
5	27	< 0.1%
6	37	< 0.1%
7	43	< 0.1%
8	56	< 0.1%
9	71	0.1%

Value	Count	Frequency (%)
103.6717547	1	< 0.1%
102.069578	1	< 0.1%
101.3603449	1	< 0.1%
100.9189143	1	< 0.1%
100.2802885	1	< 0.1%
100	2815	2.0%
99.35668786	1	< 0.1%
99	3326	2.4%
98.99723157	1	< 0.1%
98.66015659	1	< 0.1%

Humidity3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	907
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.898082

Minimum	0
Maximum	100
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	37
median	52
Q3	66
95-th percentile	87
Maximum	100
Range	100
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	20.885775
Coefficient of variation (CV)	0.40243827
Kurtosis	-0.55288767
Mean	51.898082
Median Absolute Deviation (MAD)	15
Skewness	0.012569436
Sum	7306575.3
Variance	436.21558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	2668	1.9%
55	2654	1.9%
57	2652	1.9%
53	2632	1.9%
59	2612	1.9%
58	2578	1.8%
54	2570	1.8%
51	2553	1.8%
50	2552	1.8%
56	2546	1.8%
Other values (897)	114770	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	26	< 0.1%
2	35	< 0.1%
3	63	< 0.1%
4	113	0.1%
5	154	0.1%
6	239	0.2%
7	301	0.2%
8	418	0.3%
9	478	0.3%

Value	Count	Frequency (%)
100	385	0.3%
99	421	0.3%
98	578	0.4%
97	388	0.3%
96	447	0.3%
95	448	0.3%
94	540	0.4%
93	586	0.4%
92	629	0.4%
91	597	0.4%

Pressure9am
Real number (ℝ)

HIGH CORRELATION

Distinct	1971
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1016.7442

Minimum	980.5
Maximum	1041
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	980.5
5-th percentile	1006.2
Q1	1011.1414
median	1016.7
Q3	1021.9
95-th percentile	1029.1
Maximum	1041
Range	60.5
Interquartile range (IQR)	10.758612

Descriptive statistics

Standard deviation	7.3609332
Coefficient of variation (CV)	0.0072397103
Kurtosis	-0.16927835
Mean	1016.7442
Median Absolute Deviation (MAD)	5.4
Skewness	0.072138274
Sum	1.4314436 × 10⁸
Variance	54.183337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1007.357265	3145	2.2%
1007.359963	1006	0.7%
1016.4	799	0.6%
1017.9	773	0.5%
1018.7	754	0.5%
1017.8	752	0.5%
1018	750	0.5%
1015.9	748	0.5%
1017.3	747	0.5%
1016.3	745	0.5%
Other values (1961)	130568	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
980.5	1	< 0.1%
982	1	< 0.1%
982.2	1	< 0.1%
982.3	1	< 0.1%
982.9	2	< 0.1%
983.7	1	< 0.1%
983.9	1	< 0.1%
984.4	1	< 0.1%
984.6	2	< 0.1%
985	1	< 0.1%

Value	Count	Frequency (%)
1041	1	< 0.1%
1040.9	1	< 0.1%
1040.6	2	< 0.1%
1040.5	1	< 0.1%
1040.4	3	< 0.1%
1040.3	3	< 0.1%
1040.2	2	< 0.1%
1040.1	3	< 0.1%
1040	1	< 0.1%
1039.9	3	< 0.1%

Pressure3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	2132
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1015.4883

Minimum	977.1
Maximum	1039.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	977.1
5-th percentile	1004.4
Q1	1011
median	1016.0832
Q3	1019.6
95-th percentile	1026.6
Maximum	1039.6
Range	62.5
Interquartile range (IQR)	8.6

Descriptive statistics

Standard deviation	6.7405191
Coefficient of variation (CV)	0.0066377123
Kurtosis	0.38714206
Mean	1015.4883
Median Absolute Deviation (MAD)	4.2831741
Skewness	-0.13461156
Sum	1.4296755 × 10⁸
Variance	45.434598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1017.701083	2640	1.9%
1016.190087	1159	0.8%
1015.5	767	0.5%
1015.3	763	0.5%
1015.7	760	0.5%
1015.6	757	0.5%
1013.5	747	0.5%
1015.1	745	0.5%
1015.8	738	0.5%
1015.4	734	0.5%
Other values (2122)	130977	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
977.1	1	< 0.1%
978.2	1	< 0.1%
979	1	< 0.1%
980.2	2	< 0.1%
981.2	1	< 0.1%
981.4	1	< 0.1%
981.9	1	< 0.1%
982.2	1	< 0.1%
982.6	1	< 0.1%
982.9	1	< 0.1%

Value	Count	Frequency (%)
1039.6	1	< 0.1%
1038.9	1	< 0.1%
1038.5	1	< 0.1%
1038.4	1	< 0.1%
1038.2	1	< 0.1%
1038	1	< 0.1%
1037.9	2	< 0.1%
1037.8	2	< 0.1%
1037.7	3	< 0.1%
1037.6	1	< 0.1%

Cloud9am
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2443
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9581909

Minimum	0
Maximum	9
Zeros	8581
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.8187836
median	3.0813606
Q3	6
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	3.1812164

Descriptive statistics

Standard deviation	2.3851543
Coefficient of variation (CV)	0.60258697
Kurtosis	-1.0085275
Mean	3.9581909
Median Absolute Deviation (MAD)	1.9186394
Skewness	0.28268759
Sum	557261.82
Variance	5.6889609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.08136062	21603	15.3%
7	19691	14.0%
1	15514	11.0%
8	14224	10.1%
0	8581	6.1%
6	8046	5.7%
2	6424	4.6%
3	5837	4.1%
5	5492	3.9%
4	4351	3.1%
Other values (2433)	31024	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8581	6.1%
1	15514	11.0%
1.28115335	2	< 0.1%
1.370986744	1	< 0.1%
1.603331372	1	< 0.1%
1.643982465	1	< 0.1%
1.691832736	1	< 0.1%
1.701116338	1	< 0.1%
1.702603865	1	< 0.1%
1.746798268	1	< 0.1%

Value	Count	Frequency (%)
9	2	< 0.1%
8	14224	10.1%
7	19691	14.0%
6.26273687	1	< 0.1%
6.230562466	2	< 0.1%
6.221242345	23	< 0.1%
6.117138232	2	< 0.1%
6.110895733	1	< 0.1%
6.107818111	2	< 0.1%
6.10353814	1	< 0.1%

Cloud3pm
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2651
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0610362

Minimum	0
Maximum	9
Zeros	4952
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3.4093881
Q3	6
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.1880956
Coefficient of variation (CV)	0.53880229
Kurtosis	-0.75480318
Mean	4.0610362
Median Absolute Deviation (MAD)	1.4093881
Skewness	0.28605027
Sum	571741.1
Variance	4.7877622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.305692184	18453	13.1%
7	17999	12.8%
1	14759	10.5%
8	12257	8.7%
6	8837	6.3%
2	7128	5.1%
3	6805	4.8%
5	6725	4.8%
4	5230	3.7%
0	4952	3.5%
Other values (2641)	37642	26.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4952	3.5%
0.7156647158	1	< 0.1%
0.7305184204	1	< 0.1%
1	14759	10.5%
1.070095304	1	< 0.1%
1.073809765	1	< 0.1%
1.225357855	1	< 0.1%
1.315810713	1	< 0.1%
1.323479008	2	< 0.1%
1.345531561	2	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	12257	8.7%
7	17999	12.8%
6.589652207	1	< 0.1%
6.469657902	1	< 0.1%
6.439279767	1	< 0.1%
6.386967825	1	< 0.1%
6.386866925	1	< 0.1%
6.382595034	1	< 0.1%
6.359354733	2	< 0.1%

Temp9am
Real number (ℝ)

HIGH CORRELATION

Distinct	625
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.028984

Minimum	-7.2
Maximum	40.2
Zeros	33
Zeros (%)	< 0.1%
Negative	416
Negative (%)	0.3%
Memory size	1.1 MiB

Quantile statistics

Minimum	-7.2
5-th percentile	6.9
Q1	12.3
median	16.7
Q3	21.6
95-th percentile	28.3
Maximum	40.2
Range	47.4
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.5220654
Coefficient of variation (CV)	0.3829979
Kurtosis	-0.36957467
Mean	17.028984
Median Absolute Deviation (MAD)	4.7
Skewness	0.090678258
Sum	2397459.6
Variance	42.537337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	898	0.6%
13.8	875	0.6%
14.8	866	0.6%
16	864	0.6%
16.6	851	0.6%
14	847	0.6%
15	843	0.6%
16.5	832	0.6%
17.8	822	0.6%
13	822	0.6%
Other values (615)	132267	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.2	1	< 0.1%
-7	1	< 0.1%
-6.2	1	< 0.1%
-5.9	1	< 0.1%
-5.6	2	< 0.1%
-5.5	2	< 0.1%
-5.3	2	< 0.1%
-5.2	5	< 0.1%
-4.8	1	< 0.1%
-4.5	2	< 0.1%

Value	Count	Frequency (%)
40.2	1	< 0.1%
39.4	1	< 0.1%
39.1	1	< 0.1%
39	1	< 0.1%
38.9	1	< 0.1%
38.6	1	< 0.1%
38.3	1	< 0.1%
38.2	1	< 0.1%
38	1	< 0.1%
37.9	1	< 0.1%

Temp3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	918
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.766007

Minimum	-5.4
Maximum	46.7
Zeros	16
Zeros (%)	< 0.1%
Negative	163
Negative (%)	0.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	-5.4
5-th percentile	11.6
Q1	16.7
median	21.3
Q3	26.3
95-th percentile	33.6
Maximum	46.7
Range	52.1
Interquartile range (IQR)	9.6

Descriptive statistics

Standard deviation	6.8953024
Coefficient of variation (CV)	0.31679225
Kurtosis	-0.14769271
Mean	21.766007
Median Absolute Deviation (MAD)	4.8
Skewness	0.21480025
Sum	3064370.8
Variance	47.545195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	862	0.6%
19	852	0.6%
18.4	847	0.6%
18.5	846	0.6%
17.8	841	0.6%
19.4	816	0.6%
19.2	813	0.6%
18	810	0.6%
19.3	810	0.6%
17	806	0.6%
Other values (908)	132484	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.4	1	< 0.1%
-5.1	1	< 0.1%
-4.4	1	< 0.1%
-4.2	1	< 0.1%
-4.1	1	< 0.1%
-4	1	< 0.1%
-3.9	2	< 0.1%
-3.8	1	< 0.1%
-3.7	3	< 0.1%
-3.5	3	< 0.1%

Value	Count	Frequency (%)
46.7	1	< 0.1%
46.2	1	< 0.1%
46.1	3	< 0.1%
45.9	1	< 0.1%
45.8	2	< 0.1%
45.4	1	< 0.1%
45.3	2	< 0.1%
45.2	2	< 0.1%
45	1	< 0.1%
44.9	1	< 0.1%

RainToday
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0.0	109332
1.0	31455

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	422361
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	109332	77.7%
1.0	31455	22.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	109332	77.7%
1.0	31455	22.3%

Most occurring characters

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	281574	66.7%
Other Punctuation	140787	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	250119	88.8%
1	31455	11.2%

Other Punctuation

Value	Count	Frequency (%)
.	140787	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	422361	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	422361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

RainTomorrow
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0.0	109586
1.0	31201

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	422361
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	109586	77.8%
1.0	31201	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	109586	77.8%
1.0	31201	22.2%

Most occurring characters

Value	Count	Frequency (%)
0	250373	59.3%
.	140787	33.3%
1	31201	7.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	281574	66.7%
Other Punctuation	140787	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	250373	88.9%
1	31201	11.1%

Other Punctuation

Value	Count	Frequency (%)
.	140787	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	422361	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	250373	59.3%
.	140787	33.3%
1	31201	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	422361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	250373	59.3%
.	140787	33.3%
1	31201	7.4%

Auto

Heatmap
Table

	Cloud3pm	Cloud9am	Day	Evaporation	Humidity3pm	Humidity9am	Location	MaxTemp	MinTemp	Month	Pressure3pm	Pressure9am	RainToday	RainTomorrow	Rainfall	Sunshine	Temp3pm	Temp9am	WindDir3pm	WindDir9am	WindGustDir	WindGustSpeed	WindSpeed3pm	WindSpeed9am
Cloud3pm	1.000	0.512	-0.000	-0.089	0.407	0.288	0.051	-0.219	0.019	0.011	-0.073	-0.098	0.229	0.338	0.253	-0.561	-0.247	-0.104	0.022	-0.017	0.021	0.076	0.011	0.017
Cloud9am	0.512	1.000	0.010	-0.065	0.348	0.320	0.082	-0.191	0.075	0.004	-0.040	-0.056	0.259	0.266	0.278	-0.478	-0.196	-0.081	0.041	-0.015	0.033	0.047	0.046	0.028
Day	-0.000	0.010	1.000	-0.005	0.013	0.017	0.000	-0.001	0.000	0.010	-0.018	-0.015	0.011	0.016	0.003	-0.004	-0.001	-0.003	-0.009	0.005	-0.008	-0.011	-0.011	-0.009
Evaporation	-0.089	-0.065	-0.005	1.000	-0.053	-0.107	-0.325	0.183	0.154	-0.018	-0.107	-0.171	0.081	0.024	-0.014	-0.020	0.173	0.192	0.012	0.020	0.002	0.086	0.057	0.075
Humidity3pm	0.407	0.348	0.013	-0.053	1.000	0.626	-0.071	-0.436	0.043	-0.012	0.054	-0.047	0.376	0.492	0.432	-0.481	-0.478	-0.163	0.014	-0.032	0.015	0.014	0.039	-0.040
Humidity9am	0.288	0.320	0.017	-0.107	0.626	1.000	-0.055	-0.462	-0.218	-0.088	0.166	0.076	0.369	0.266	0.440	-0.394	-0.450	-0.432	0.007	-0.026	0.003	-0.186	-0.151	-0.282
Location	0.051	0.082	0.000	-0.325	-0.071	-0.055	1.000	-0.008	-0.004	0.009	-0.064	0.060	0.052	0.049	-0.017	0.085	0.000	-0.018	-0.051	0.014	-0.027	-0.004	0.032	-0.018
MaxTemp	-0.219	-0.191	-0.001	0.183	-0.436	-0.462	-0.008	1.000	0.733	-0.174	-0.425	-0.262	0.231	0.162	-0.298	0.325	0.971	0.880	-0.123	0.075	-0.053	0.071	0.061	0.022
MinTemp	0.019	0.075	0.000	0.154	0.043	-0.218	-0.004	0.733	1.000	-0.216	-0.454	-0.341	0.099	0.096	0.022	0.037	0.704	0.890	-0.066	0.035	-0.007	0.199	0.177	0.177
Month	0.011	0.004	0.010	-0.018	-0.012	-0.088	0.009	-0.174	-0.216	1.000	0.029	0.032	0.058	0.056	0.014	0.028	-0.183	-0.151	-0.015	-0.017	-0.027	0.048	0.058	0.050
Pressure3pm	-0.073	-0.040	-0.018	-0.107	0.054	0.166	-0.064	-0.425	-0.454	0.029	1.000	0.793	0.124	0.223	-0.068	0.009	-0.390	-0.461	0.053	-0.013	0.051	-0.299	-0.223	-0.160
Pressure9am	-0.098	-0.056	-0.015	-0.171	-0.047	0.076	0.060	-0.262	-0.341	0.032	0.793	1.000	0.178	0.223	-0.142	0.099	-0.232	-0.331	-0.035	0.011	-0.012	-0.357	-0.193	-0.143
RainToday	0.229	0.259	0.011	0.081	0.376	0.369	0.052	0.231	0.099	0.058	0.124	0.178	1.000	0.313	0.841	-0.267	-0.231	-0.101	0.083	-0.058	0.048	0.139	0.075	0.097
RainTomorrow	0.338	0.266	0.016	0.024	0.492	0.266	0.049	0.162	0.096	0.056	0.223	0.223	0.313	1.000	0.332	-0.488	-0.189	-0.029	-0.003	-0.011	0.005	0.202	0.075	0.081
Rainfall	0.253	0.278	0.003	-0.014	0.432	0.440	-0.017	-0.298	0.022	0.014	-0.068	-0.142	0.841	0.332	1.000	-0.305	-0.299	-0.153	0.091	-0.062	0.058	0.122	0.068	0.083
Sunshine	-0.561	-0.478	-0.004	-0.020	-0.481	-0.394	0.085	0.325	0.037	0.028	0.009	0.099	-0.267	-0.488	-0.305	1.000	0.353	0.196	-0.026	0.011	-0.013	-0.048	0.053	0.027
Temp3pm	-0.247	-0.196	-0.001	0.173	-0.478	-0.450	0.000	0.971	0.704	-0.183	-0.390	-0.232	-0.231	-0.189	-0.299	0.353	1.000	0.851	-0.131	0.077	-0.051	0.049	0.053	0.009
Temp9am	-0.104	-0.081	-0.003	0.192	-0.163	-0.432	-0.018	0.880	0.890	-0.151	-0.461	-0.331	-0.101	-0.029	-0.153	0.196	0.851	1.000	-0.092	0.053	-0.035	0.161	0.169	0.136
WindDir3pm	0.022	0.041	-0.009	0.012	0.014	0.007	-0.051	-0.123	-0.066	-0.015	0.053	-0.035	0.083	-0.003	0.091	-0.026	-0.131	-0.092	1.000	-0.020	0.283	0.105	0.081	0.079
WindDir9am	-0.017	-0.015	0.005	0.020	-0.032	-0.026	0.014	0.075	0.035	-0.017	-0.013	0.011	-0.058	-0.011	-0.062	0.011	0.077	0.053	-0.020	1.000	0.045	0.021	0.023	0.013
WindGustDir	0.021	0.033	-0.008	0.002	0.015	0.003	-0.027	-0.053	-0.007	-0.027	0.051	-0.012	0.048	0.005	0.058	-0.013	-0.051	-0.035	0.283	0.045	1.000	0.130	0.046	0.065
WindGustSpeed	0.076	0.047	-0.011	0.086	0.014	-0.186	-0.004	0.071	0.199	0.048	-0.299	-0.357	0.139	0.202	0.122	-0.048	0.049	0.161	0.105	0.021	0.130	1.000	0.602	0.488
WindSpeed3pm	0.011	0.046	-0.011	0.057	0.039	-0.151	0.032	0.061	0.177	0.058	-0.223	-0.193	0.075	0.075	0.068	0.053	0.053	0.169	0.081	0.023	0.046	0.602	1.000	0.478
WindSpeed9am	0.017	0.028	-0.009	0.075	-0.040	-0.282	-0.018	0.022	0.177	0.050	-0.160	-0.143	0.097	0.081	0.083	0.027	0.009	0.136	0.079	0.013	0.065	0.488	0.478	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Day	Month	Location	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
0	1.0	12.0	0.021245	13.4	22.9	0.6	16.264624	7.346817	0.073664	44.0	0.062588	0.062458	20.0	24.0	71.0	22.0	1007.7	1007.1	8.000000	3.287618	16.9	21.8	0.0	0.0
1	2.0	12.0	0.021245	7.4	25.1	0.0	14.491285	7.037279	0.060475	44.0	0.059347	0.067322	4.0	22.0	44.0	25.0	1010.6	1007.8	3.081361	3.509851	17.2	24.3	0.0	0.0
2	3.0	12.0	0.021245	12.9	25.7	0.0	16.514784	6.743352	0.066872	46.0	0.062588	0.067322	19.0	26.0	38.0	30.0	1007.6	1008.7	4.845976	2.000000	21.0	23.2	0.0	0.0
3	4.0	12.0	0.021245	9.2	28.0	0.0	16.120674	7.037279	0.053197	24.0	0.069520	0.060328	11.0	9.0	45.0	16.0	1017.6	1012.8	3.081361	3.305692	18.1	26.5	0.0	0.0
4	5.0	12.0	0.021245	17.5	32.3	1.0	16.674604	5.353290	0.073664	41.0	0.058478	0.061218	7.0	20.0	82.0	33.0	1010.8	1006.0	7.000000	8.000000	17.8	29.7	0.0	0.0
5	6.0	12.0	0.021245	14.6	29.7	0.2	16.343862	7.177129	0.060475	56.0	0.062588	0.071545	19.0	24.0	55.0	23.0	1009.2	1005.4	3.081361	3.295408	20.6	28.9	0.0	0.0
6	7.0	12.0	0.021245	14.3	25.0	0.0	15.586893	7.467186	0.073664	50.0	0.062230	0.071545	20.0	24.0	49.0	19.0	1009.6	1008.2	1.000000	3.345217	18.1	24.6	0.0	0.0
7	8.0	12.0	0.021245	7.7	26.7	0.0	16.120674	7.037279	0.073664	35.0	0.067881	0.071545	6.0	17.0	48.0	19.0	1013.4	1010.1	3.081361	3.305692	16.3	25.5	0.0	0.0
8	9.0	12.0	0.021245	9.7	31.9	0.0	15.770780	3.955654	0.049467	80.0	0.069520	0.061218	7.0	28.0	42.0	9.0	1008.9	1003.6	2.818784	3.527741	18.3	30.2	0.0	1.0
9	10.0	12.0	0.021245	13.1	30.1	1.4	16.343862	7.231120	0.073664	28.0	0.064243	0.065915	15.0	11.0	58.0	27.0	1007.0	1005.7	3.081361	3.287618	20.1	28.2	1.0	0.0

	Day	Month	Location	MinTemp	MaxTemp	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm
140777	15.0	6.0	0.010669	2.6	22.5	16.120674	7.533033	0.067305	19.0	0.064243	0.060328	9.0	7.0	59.0	24.0	1025.0	1021.4	3.081361	3.305692	8.8	22.1
140778	16.0	6.0	0.010669	5.2	24.3	16.120674	7.533033	0.068263	24.0	0.069520	0.060328	11.0	11.0	53.0	24.0	1023.8	1020.0	3.081361	3.305692	12.3	23.3
140779	17.0	6.0	0.010669	6.4	23.4	16.120674	7.533033	0.055036	31.0	0.064243	0.060612	15.0	17.0	53.0	25.0	1025.8	1023.0	3.081361	3.305692	11.2	23.1
140780	18.0	6.0	0.010669	8.0	20.7	16.514784	6.959738	0.055036	41.0	0.069520	0.060328	19.0	26.0	56.0	32.0	1028.1	1024.3	4.845976	7.000000	11.6	20.0
140781	19.0	6.0	0.010669	7.4	20.6	16.120674	7.533033	0.068263	35.0	0.057334	0.060328	15.0	17.0	63.0	33.0	1027.2	1023.3	3.081361	3.305692	11.0	20.3
140782	20.0	6.0	0.010669	3.5	21.8	16.120674	7.533033	0.068263	31.0	0.057334	0.060328	15.0	13.0	59.0	27.0	1024.7	1021.2	3.081361	3.305692	9.4	20.9
140783	21.0	6.0	0.010669	2.8	23.4	16.120674	7.533033	0.068263	31.0	0.069520	0.055755	13.0	11.0	51.0	24.0	1024.6	1020.3	3.081361	3.305692	10.1	22.4
140784	22.0	6.0	0.010669	3.6	25.3	16.120674	7.533033	0.049467	22.0	0.069520	0.062669	13.0	9.0	56.0	21.0	1023.5	1019.1	3.081361	3.305692	10.9	24.5
140785	23.0	6.0	0.010669	5.4	26.9	16.120674	7.533033	0.067928	37.0	0.069520	0.062458	9.0	9.0	53.0	24.0	1021.0	1016.8	3.081361	3.305692	12.5	26.1
140786	24.0	6.0	0.010669	7.8	27.0	16.451416	5.563357	0.070208	28.0	0.067881	0.062669	13.0	7.0	51.0	24.0	1019.4	1016.5	3.000000	2.000000	15.1	26.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample